He leaned against the brick wall, arms crossed, the cold seeping into his leather jacket. The festival was supposed to be a celebration, a chance to connect with his audience. Instead, a stranger stood on the makeshift stage, crooning *his* lyrics, *his* melodies. The crowd swayed, eyes closed, seemingly enchanted. He watched, a knot forming in his stomach.

Her voice, surprisingly good, actually, had a confidence he’d never possessed. It was a flawless imitation, and yet, hollow. He could almost pinpoint the moment she'd started to get noticed, when he had noticed her. Before they were competitors. Before he knew her name. He dug his nails into his palms.

He could feel the blood pounding in his ears, a rhythm out of sync with the music. He needed to get away, to disappear. He slipped back into the shadows, the applause for her ringing in his ears, and the ache in his chest grew with every cheer. He walked away from the festival and the feeling of inadequacy that hung over him.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion scornful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 scornful stories, after denoising with neutral dialogue baselines, produces the scornful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scornful vector is projected through the unembedding matrix.

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256